How real projects configure their agents

31,986 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731

All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
rosselps/whyguard npmjs.com Reconstructs why code exists and stops humans or agents from erasing that protection by ac 0 Claude Code, Codex, Kiro, OpenCode 6 4,673 tok
Jeromefromcn/ops-agent-toolkit-mcp 0 Claude Code 1 362 tok
rj250792/tijori-finance-mcp 0 Claude Code 1 517 tok
nghia-peirth/gaea-mcp 0 Claude Code 1 212 tok
pizzacrustreviewer/workspace-admin-mcp Custom GWS MCP Server 0 Claude Code, Codex, OpenCode 2 768 tok
soumyachk101/VibeLens soumyachk101.github.io MCP server that gives AI coding assistants eyes on localhost: screenshot + console/network 0 Claude Code 1 3,022 tok
bernatch22/taskops The shared task board for Claude Code agents: persistent tasks, atomic claims, git-bound c 0 Claude Code 5 4,883 tok
priyshi/playwright_mcp_pr 0 Claude Code 3
jmilinovich/claude-hevy-coach Claude as your personal strength coach for Hevy — reads your training history, programs yo 0 Claude Code 1 1,038 tok
tarunmalpani/pulse-mcp-bridge pulse-mcp-bridge 0 Claude Code 1
Nathan-Z01/agent-collab-hub Shared MCP coordination hub for AI coding agents working safely on the same project 0 Claude Code, Codex, OpenCode 5 439 tok
rgreeno1/mcp4acumatica 0 Claude Code 1 15,857 tok
echobt/figma-mcp Complete fork of bilalba/fig-mcp — local MCP for reading/rendering .fig files with lazy im 0 Claude Code 1 3,573 tok
nestordemeure/anno-mcp MCP server for ANNO (AustriaN Newspapers Online) 0 Claude Code 2 3,672 tok
nestordemeure/ddb-mcp MCP server and CLI for the Deutsches Zeitungsportal 0 Claude Code 2 3,299 tok
pgomsan/upv-mcp Servidor MCP local que expone tu calendario academico de la UPV (horarios, entregas, mater 0 Claude Code 2 791 tok
nestordemeure/loc-mcp CLI and MCP server for the Library of Congress JSON API 0 Claude Code 1 2,574 tok
mrlesmithjr/mcp Personal MCP servers: uv workspace + Claude Code plugin marketplace 0 Claude Code 1 4,813 tok
holeyfield33-art/Site-Forge-MCP 0 Claude Code 1 1,926 tok
tvermolaev-source/open-webui_mcp_yandex 0 Claude Code, Codex 1
LEEseungseok-01/knu-mcp Unofficial public information MCP server for Kangwon National University Chuncheon Campus: 0 Claude Code, Codex, OpenCode 2 1,442 tok
kenimo49/quake-lens Earthquakes cannot be predicted, but aftershocks can be forecast — b-value (Aki MLE) and O 0 Claude Code 1 459 tok
songmenglin-dev/gaussdbdocs-mcp-server 0 Claude Code 1 605 tok
romainsc/lore-mcp LORE — Local Offline Retrieval Engine for MCP. Semantic search over local documents via Mo 0 Claude Code 1 10,912 tok
adsonpleal/latam-market mercado.latam-tools.com.br Inventário de replay, busca no catálogo e favoritos com alerta de preço para o mercado do 0 Claude Code 1
sriramsv/graph-crm Personal CRM with graph-based relationship view, WebAuthn passkey login, and an MCP server 0 Claude Code 1 1,248 tok
Azzaraell/pgguard-mcp npmjs.com Read-only MCP server for Postgres. A deny-by-default policy file decides which tables and 0 Claude Code 5
mitonattou919/dev-standards-mcp 0 Claude Code, Codex, OpenCode 3 2,620 tok
Egoushka/chronicle Personal event store over a 681k-message chat archive. Aggregates events into episodes bef 0 Claude Code 1 3,067 tok
Red-Square-Software/keeping-mcp api.keeping.nl Open-source MCP server for the Keeping time-tracking API (api.keeping.nl) 0 Claude Code 1 3,213 tok
Cork-Technology/cork-cli A Cork protocol helper CLI with built-in Model Context Protocol (MCP) support, exposing pr 0 Claude Code 1 22,548 tok
Dash-096/dedalus-mcp-python 0 Claude Code, Codex, OpenCode 2 1,699 tok
autogrammar/todo2code autogrammar.github.io Dependency-free Python SDK for todo2code A2A and the local TypeScript runtime 0 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,189 tok
AINTDevLab/aint-mcp Servidor MCP modular: Redmine, SQL Server y GitLab 0 Claude Code 1 2,216 tok
LesterAJohn/zoom-mcp 0 Claude Code 1
HypnoLabs-io/motley-mcp Motley MCP Server catalog metadata 0 Claude Code, Codex, OpenCode 2 789 tok
ONDC-Official/automation-mcp 0 Claude Code 1 22,454 tok
Jejorm/ReciboSplit recibosplit.jejorm8.workers.dev Splitwise-style app for splitting group expenses, with OpenAI vision-based receipt extract 0 Claude Code 6 937 tok
erikknave/multi-mail-mcp MCP server giving AI agents access to several Gmail/Google Workspace accounts at once: mai 0 Claude Code 1 1,322 tok
dmfaster/agents dmfaster.com Public read-only CLI, SDK, MCP server, and agent plugin for DM Faster 0 Claude Code, Codex, OpenCode 2 649 tok
awheeler262/qgis_mcp This project explores ways to interact with QGIS using the QGIS MCP Plugin and an MCP Serv 0 Claude Code 1 1,635 tok
barankrky/perplexity-mcp 0 Claude Code 1 1,111 tok
afriemann/skills-mcp MCP server for browsing and fetching agent skills from remote registries (GitHub, HTTP) 0 Claude Code, Codex, OpenCode 11 977 tok
aurelijusb/mcp-prioritization MCP UI App to allow human prioritize input 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 338 tok
cgutiguti/gmail-mcp-server Local Gmail MCP server with OAuth-scoped tools for MCP-compatible assistants 0 Claude Code 2 77 tok
devanshug2307/aitraffic aitraffic.dev Open, terminal-first evidence for AI and search acquisition 0 Claude Code, Codex, OpenCode 2 732 tok
hjfmailbox/factorio-docs-mcp Syncs the official Factorio mod API documentation to a local SQLite index and provides ret 0 Claude Code, Codex, OpenCode 2 1,135 tok
Alan7799DE/ClaudeMetaMCP MCP local en TypeScript para operar Instagram, Meta Ads y Facebook Page vía Graph API 0 Claude Code 1 1,559 tok
walensis-labs/cove-for-ynab Cove for YNAB — credit-card float coverage, month-close sessions, and full YNAB access for 0 Claude Code 1
LesterAJohn/cloudflare-mcp 0 Claude Code 1